Follow
Matias Quiroz
Matias Quiroz
Verified email at stat.su.se - Homepage
Title
Cited by
Cited by
Year
Speeding up MCMC by efficient data subsampling
M Quiroz, R Kohn, M Villani, MN Tran
Journal of the American Statistical Association 114 (526), 831-843, 2019
1962019
The block-Poisson estimator for optimally tuned exact subsampling MCMC
M Quiroz, MN Tran, M Villani, R Kohn, KD Dang
Journal of Computational and Graphical Statistics 30 (4), 877-888, 2021
48*2021
The block pseudo-marginal sampler
MN Tran, R Kohn, M Quiroz, M Villani
arXiv preprint arXiv:1603.02485, 2016
42*2016
Variance reduction properties of the reparameterization trick
M Xu, M Quiroz, R Kohn, SA Sisson
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
40*2019
Speeding up MCMC by delayed acceptance and data subsampling
M Quiroz, MN Tran, M Villani, R Kohn
Journal of Computational and Graphical Statistics 27 (1), 12-22, 2018
372018
Hamiltonian Monte Carlo with energy conserving subsampling
KD Dang, M Quiroz, R Kohn, MN Tran, M Villani
Journal of Machine Learning Research 20 (100), 1-31, 2019
362019
Gaussian variational approximation for high-dimensional state space models
M Quiroz, DJ Nott, R Kohn
Bayesian Analysis, 2022
252022
Subsampling sequential Monte Carlo for static Bayesian models
D Gunawan, KD Dang, M Quiroz, R Kohn, MN Tran
Statistics and Computing 30 (6), 1741–1758, 2020
252020
Subsampling MCMC-An introduction for the survey statistician
M Quiroz, M Villani, R Kohn, MN Tran, KD Dang
Sankhya A 80 (1), 33-69, 2018
21*2018
Predicting seagrass decline due to cumulative stressors
MP Adams, EJY Koh, MP Vilas, CJ Collier, VM Lambert, SA Sisson, ...
Environmental Modelling & Software 130, 104717, 2020
192020
Spectral Subsampling MCMC for Stationary Time Series
R Salomone, M Quiroz, R Kohn, M Villani, MN Tran
International Conference on Machine Learning Research, 2020
102020
Dynamic mixture-of-experts models for longitudinal and discrete-time survival data
M Quiroz, M Villani
Riksbank Research Paper Series, 2013
72013
Spectral Subsampling MCMC for Stationary Multivariate Time Series with Applications to Vector ARTFIMA Processes
M Villani, M Quiroz, R Kohn, R Salomone
Econometrics and Statistics, To appear, 2022
1*2022
Bayesian Inference in Large Data Problems
M Quiroz
Department of Statistics, Stockholm University, 2015
12015
A correlated pseudo-marginal approach to doubly intractable problems
Y Yang, M Quiroz, R Kohn, SA Sisson
arXiv preprint arXiv:2210.02734, 2022
2022
Bayesian inference on the Keller–Segel model
T Goodwin, C Evenhuis, S Woodcock, M Quiroz
ANZIAM Journal 61, C181-C196, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–16